Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "140" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 113 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 107 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 3.24% | 1.779091 | -0.064483 | 0.129012 | -0.374964 | -0.125559 | -0.430855 | -0.353779 | -0.250967 | 0.7883 | 0.8002 | 0.2384 | 3.618102 | 3.840091 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 0.54% | 0.755738 | 0.161660 | -0.878335 | -0.313398 | 1.347989 | 0.906740 | 0.034920 | 0.203021 | 0.7498 | 0.7433 | 0.2454 | 2.795665 | 2.880047 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.251368 | -0.851853 | -0.394211 | -1.004357 | -0.922328 | 0.671387 | -1.740518 | 0.010015 | 0.0367 | 0.0310 | 0.0021 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.384978 | 0.518118 | -0.550414 | -0.043521 | 0.827670 | 1.342474 | -0.095129 | 0.286842 | 0.6814 | 0.6923 | 0.3521 | 1.607820 | 1.583810 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.682441 | 0.671110 | -0.530498 | 0.247250 | 0.226100 | 2.736836 | -0.025436 | 0.641724 | 0.6817 | 0.6899 | 0.3474 | 1.445946 | 1.390153 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 1.203962 | 0.540530 | -0.217849 | 0.247944 | -0.540193 | -0.379947 | 0.231371 | 0.188039 | 0.7193 | 0.7184 | 0.2763 | 1.969729 | 2.007576 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.54% | 2.337401 | 0.690134 | -0.428999 | -0.585838 | 0.878605 | 0.871514 | 0.102560 | 0.186543 | 0.7903 | 0.7754 | 0.2122 | 4.607259 | 3.447312 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 354.219782 | 354.305698 | inf | inf | 110.228487 | 106.494813 | 618.617812 | 611.786235 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 16.22% | 1.62% | 0.509858 | -0.419627 | -0.726366 | -0.804711 | 0.274718 | 0.678927 | 0.040429 | -0.059551 | 0.6607 | 0.6684 | 0.3507 | 1.518223 | 1.503202 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.903385 | -1.293839 | -1.209301 | -1.068277 | -0.763270 | -0.628360 | 1.440306 | -0.072215 | 0.0368 | 0.0448 | 0.0031 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.349844 | 2.506277 | 2.097905 | 1.600610 | 1.403696 | 3.554674 | 5.562004 | 6.021384 | 0.6215 | 0.6274 | 0.3436 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.31% | 0.00% | 1.190161 | 0.476439 | 0.012094 | 0.058203 | -0.069688 | 2.401765 | -0.019534 | -0.144678 | 0.6792 | 0.6879 | 0.3642 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 45.41% | 0.54% | 0.959526 | 0.939370 | 0.316908 | 0.068177 | -0.042912 | 2.243162 | 0.020377 | -0.676383 | 0.6821 | 0.6874 | 0.3644 | 1.476695 | 1.464938 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 16.76% | 1.468719 | 1.448506 | -0.470622 | 0.036021 | 0.073948 | 2.492426 | 0.230784 | 0.919757 | 0.6896 | 0.6956 | 0.3578 | 2.033392 | 1.909260 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 99.46% | 0.54% | 1.210750 | 0.965833 | 0.458910 | 0.098118 | -0.107971 | 2.951427 | -0.181085 | 1.944277 | 0.6804 | 0.6867 | 0.3617 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | 0.761911 | 0.229713 | 0.636943 | -0.001235 | 0.152912 | 1.792807 | 0.661028 | -0.712389 | 0.6776 | 0.6895 | 0.3657 | 1.509952 | 1.479214 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.288231 | 0.362355 | -0.464694 | -0.039493 | 1.389647 | 2.213000 | 1.100070 | -0.217643 | 0.0392 | 0.0442 | 0.0057 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.979720 | 0.714508 | -0.270193 | -0.268087 | 0.153523 | 0.918003 | 0.161576 | 0.007700 | 0.6802 | 0.6933 | 0.3659 | 1.819704 | 1.644348 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 8.60% | 1.011386 | 0.388760 | -0.399082 | -0.565951 | -0.307260 | 0.476319 | 0.352671 | 0.116849 | 0.7039 | 0.7195 | 0.3650 | 1.709761 | 1.737120 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 24.73% | 0.089798 | 0.162372 | -0.196831 | -0.366833 | -0.673505 | 0.952134 | -0.175094 | -0.365250 | 0.7613 | 0.7660 | 0.3113 | 2.145665 | 1.963761 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 12.97% | 0.888652 | 0.088153 | -0.571591 | -0.653394 | -0.106080 | -0.472006 | -0.298112 | -0.533161 | 0.6995 | 0.7128 | 0.3658 | 1.866157 | 1.773092 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 2.70% | 0.963522 | 0.376595 | 0.464129 | 0.524267 | -0.108388 | 0.404882 | 0.188487 | -0.697720 | 0.7017 | 0.7157 | 0.3626 | 1.569711 | 1.521633 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 1.62% | 1.015432 | -0.016576 | -0.295094 | -0.393576 | -0.336820 | 0.231846 | 0.828861 | -0.843331 | 0.7081 | 0.7222 | 0.3612 | 1.563183 | 1.614168 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.052486 | 0.300965 | -0.446960 | -0.190206 | 0.560768 | -0.443395 | 1.008145 | -0.255229 | 0.0329 | 0.0302 | 0.0015 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 49.489148 | 23.487528 | 22.545799 | 27.002392 | 21.415015 | 1.818943 | 4.167400 | 3.662538 | 0.0588 | 0.0758 | 0.0101 | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 1.62% | 0.509749 | 0.151394 | -0.453335 | -0.478259 | -0.459041 | -0.585047 | -0.472919 | -0.417432 | 0.7740 | 0.7821 | 0.2288 | 2.731078 | 2.334692 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.460670 | 0.233677 | -0.105429 | -0.104211 | -0.109174 | 1.163801 | 0.030383 | 0.859660 | 0.6931 | 0.7066 | 0.3770 | 1.513047 | 1.523489 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.176781 | 0.176781 | 0.138346 | 0.138346 | 0.470698 | 0.470698 | 0.005728 | 0.005728 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 6.94% | 0.00% | 0.105518 | -0.219019 | 0.080877 | 0.356956 | 1.436004 | 1.485538 | 0.637322 | 2.918657 | 0.7092 | 0.7120 | 0.3716 | 1.805090 | 1.569176 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 10.75% | 0.352903 | 0.400702 | 1.062286 | 1.067676 | 0.151605 | 2.471914 | 0.948256 | 3.196690 | 0.7063 | 0.7128 | 0.3685 | 2.101588 | 1.949889 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | -0.260032 | -0.642842 | -0.663582 | -0.614144 | -0.190305 | -0.313987 | 0.586841 | 0.602234 | 0.7068 | 0.7177 | 0.3649 | 2.004406 | 1.755036 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 7.03% | -0.270635 | -0.196736 | -0.888554 | -0.936902 | -0.216562 | -0.944955 | 0.317599 | -0.443360 | 0.7089 | 0.7137 | 0.3613 | 1.948183 | 1.811444 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 7.03% | -0.286422 | -0.524379 | -0.676105 | -0.836954 | 0.078479 | -0.773272 | 0.634498 | 0.712183 | 0.7048 | 0.7163 | 0.3732 | 1.888211 | 1.724514 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 2.15% | -0.792795 | -0.663915 | -0.829986 | -0.832290 | -0.177913 | -0.935669 | 0.297971 | 0.266234 | 0.7028 | 0.7146 | 0.3662 | 1.898846 | 1.690756 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 10.22% | 1.164498 | 0.478313 | 0.511295 | 0.140798 | -0.119733 | 1.505164 | 0.107011 | 0.602573 | 0.7065 | 0.7124 | 0.3713 | 1.813145 | 1.700488 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0450 | 0.0392 | 0.0028 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 2.16% | 0.668606 | 0.432793 | 0.447635 | -0.133252 | 0.205650 | 1.599837 | 0.865766 | -0.803535 | 0.7038 | 0.7132 | 0.3707 | 1.785759 | 1.722836 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7113 | 0.7221 | 0.3772 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7060 | 0.7161 | 0.3766 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 1.493427 | 0.933068 | 0.441865 | 0.905474 | 0.369414 | -0.189300 | 0.154562 | -0.617496 | 0.7144 | 0.7233 | 0.3685 | 1.411433 | 1.507073 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.189972 | -0.589101 | -0.891206 | -0.925692 | -0.347067 | -0.781892 | 0.721536 | -0.227149 | 0.7095 | 0.7213 | 0.3688 | 1.850845 | 1.645696 |
| 2459550 | digital_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0534 | 0.0511 | 0.0014 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.851775 | 0.392245 | -0.008345 | 0.060420 | 0.069530 | 1.101618 | 0.708302 | -0.003389 | 0.7035 | 0.7163 | 0.3823 | 1.963633 | 1.700758 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 1.79% | 0.974736 | 0.668065 | 0.377131 | 1.122891 | -0.537056 | -0.515618 | 0.563151 | -0.057251 | 0.7506 | 0.7579 | 0.3394 | 2.060213 | 1.687032 |
| 2459541 | digital_ok | 0.00% | 1.79% | 1.79% | 0.00% | 21.88% | 0.00% | 1.137837 | 0.664882 | 0.484630 | -0.081316 | 0.022770 | -0.967090 | 0.521303 | -0.036756 | 0.7390 | 0.7457 | 0.3126 | 1.526086 | 1.512908 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 5.80% | 0.326375 | -0.161461 | -1.029293 | -0.967756 | -0.451770 | 0.373525 | -0.253427 | -0.716782 | 0.7561 | 0.7605 | 0.3257 | 1.712702 | 1.604804 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.93% | 0.00% | 1.727973 | 0.585545 | 0.588871 | 0.034527 | 1.304304 | 0.607831 | 1.809771 | 2.202000 | 0.7336 | 0.7377 | 0.3931 | 1.412133 | 1.322349 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.023568 | -0.379135 | -0.788852 | -0.902804 | -0.596396 | 0.604412 | 0.169411 | -0.576264 | 0.7879 | 0.7853 | 0.3327 | 1.746209 | 1.562639 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.45% | -0.024201 | -0.489897 | -0.758605 | -1.008113 | 0.108118 | 1.147108 | 0.240129 | -0.406380 | 0.7811 | 0.7716 | 0.3294 | 1.848448 | 1.668000 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | 0.880605 | 0.634337 | 0.445738 | 0.552463 | -0.273089 | -0.204596 | 1.079502 | -0.913741 | 0.7249 | 0.7378 | 0.3819 | 1.719452 | 1.570305 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 0.00% | 1.530783 | 0.848884 | 0.628559 | 0.456675 | -0.500830 | -0.695086 | 0.155968 | -1.044767 | 0.7318 | 0.7425 | 0.3734 | 1.638398 | 1.526943 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.92% | 0.00% | -0.180437 | -0.466122 | -0.708487 | -0.771457 | 0.018802 | -0.490479 | 0.139967 | -0.514723 | 0.7387 | 0.7459 | 0.3793 | 1.703819 | 1.588908 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.992742 | 0.523603 | 0.274110 | 0.853521 | -0.009353 | -0.582393 | -0.277493 | -0.590126 | 0.9151 | 0.9432 | 0.2831 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 12.24% | 6.12% | 0.857813 | 0.921138 | -0.255447 | 0.240658 | 1.859154 | 2.183786 | 0.481864 | -0.630510 | nan | nan | nan | 2.722135 | 2.367287 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1.986816 | 0.602170 | 0.568639 | 0.462971 | 1.241549 | -0.461129 | 0.500942 | -0.175968 | 0.6884 | 0.7235 | 0.3381 | 1.568021 | 2.002032 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.059533 | 0.357134 | -0.651468 | -0.558657 | 1.833546 | -0.687247 | 0.840584 | 2.116522 | 0.0450 | 0.0473 | 0.0072 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 1.030291 | 0.212636 | 0.269427 | 0.337942 | 0.120335 | 1.284570 | -0.153613 | -0.009025 | 0.9207 | 0.9505 | 0.1718 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2.257622 | 0.387776 | 0.609213 | -0.669283 | 0.822719 | 0.943691 | 0.749113 | 0.842487 | 0.8827 | 0.8538 | 0.2010 | 6.899126 | 4.166395 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | 2.522371 | 0.893446 | 1.033282 | 0.794753 | -0.498671 | 0.082396 | -0.571590 | 0.399154 | 0.8899 | 0.8817 | 0.4076 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.198508 | 0.697642 | 0.354075 | -0.951266 | -0.067977 | 0.490470 | 0.607118 | 1.198508 | -0.037799 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.716752 | 1.716752 | 1.025412 | -0.682887 | 0.189547 | -0.089336 | 0.725590 | 0.312871 | -0.296538 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Variability | -0.674491 | -0.675400 | -0.675400 | -0.675896 | -0.675896 | -0.674491 | -0.674491 | -0.674491 | -0.674491 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.243857 | 1.243857 | 0.527882 | -0.713424 | -0.270941 | -0.382375 | 0.939078 | 0.108004 | 0.439006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.694092 | 0.721307 | 1.694092 | 0.051417 | -0.761854 | 1.151387 | -0.432266 | 0.725856 | 0.945147 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 2.928521 | 2.063697 | 1.216447 | -0.869842 | -0.064290 | -0.513307 | 2.928521 | 0.725954 | 0.667215 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.438290 | 1.438290 | 0.965071 | -0.689272 | -0.309104 | -0.331269 | 1.071394 | 0.750201 | -0.509320 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.844125 | 0.479436 | 1.265647 | -0.640708 | -0.696891 | 0.457014 | -0.426623 | -0.648025 | 1.844125 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Power | -0.673122 | -0.673493 | -0.673493 | -0.673122 | -0.673122 | -0.674978 | -0.674978 | -0.675028 | -0.675028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.961377 | 0.084464 | 1.155044 | -0.311700 | -0.906118 | 0.170480 | 0.270536 | -0.214456 | 1.961377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.192236 | 1.192236 | 0.609253 | -0.767529 | -0.605285 | -0.042302 | 0.827289 | 0.268473 | -0.469173 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.591159 | 0.474616 | 1.544877 | -0.705689 | -0.603361 | 1.278514 | 0.187399 | -0.691640 | 1.591159 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 0.884632 | 0.470357 | 0.489493 | -0.817689 | -0.834306 | 0.047582 | -0.810795 | -0.738081 | 0.884632 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 13.122009 | 0.082354 | 0.791100 | -0.161408 | -0.970267 | 1.865889 | 1.836303 | 13.122009 | 11.234809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 2.428799 | -0.766605 | -1.040188 | -0.673661 | -1.191939 | 0.295622 | 0.636154 | 0.420658 | 2.428799 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.246686 | 0.252152 | 1.246686 | -0.895413 | -0.833385 | 0.049491 | -0.088174 | -0.665902 | 0.415749 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 2.249604 | 0.189869 | 1.275409 | -0.540604 | -0.756912 | 0.638487 | 0.362107 | -0.632632 | 2.249604 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 0.714473 | 0.573036 | 0.033263 | -0.896979 | -0.419783 | 0.092432 | 0.714473 | 0.371502 | -0.595812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.169740 | 0.520283 | 1.169740 | -0.624609 | -0.773031 | 0.702308 | 0.107665 | -0.171688 | 0.857843 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.220865 | 1.220865 | 0.376759 | -0.777528 | -0.172325 | -0.412030 | 1.080079 | 0.437725 | -0.313439 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.482911 | 1.482911 | 0.285898 | -0.979754 | -0.397270 | 0.070416 | 1.076243 | -0.325550 | -0.488799 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.761614 | 1.385229 | 0.130532 | -0.774567 | -0.444356 | 1.316403 | 1.761614 | -0.412646 | -0.513676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.464513 | 1.464513 | 0.021026 | -0.753125 | -0.395851 | 0.001445 | 0.130183 | 0.326180 | -0.083065 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.792011 | 1.792011 | 0.156820 | -0.692363 | -0.182296 | 0.136244 | -0.078988 | 0.393014 | -0.491616 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.607167 | 0.321536 | 1.062356 | -0.741689 | -0.809668 | 1.607167 | 0.189640 | -0.303584 | 0.659979 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.591365 | 0.401655 | 1.591365 | -0.674676 | -0.763465 | 0.342656 | -0.143988 | -0.038604 | -0.348466 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.219087 | 0.880595 | 1.219087 | -0.745704 | -0.674746 | -0.593316 | -0.888054 | -0.891149 | -0.184991 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 0.679543 | 0.679543 | -0.564290 | -0.592645 | -0.654301 | -0.547731 | -0.147778 | -1.470357 | 0.121352 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.439469 | 1.439469 | 0.143924 | -0.454734 | -0.143209 | 0.685868 | 0.416351 | 0.087090 | -0.260547 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.957609 | 1.957609 | 0.970219 | -0.534649 | -0.489279 | -0.693927 | -0.630268 | -0.480187 | -0.605222 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.913274 | 0.216107 | 1.477236 | -0.218439 | -0.636640 | 1.913274 | -0.384506 | -0.418785 | 1.105194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.526220 | 1.526220 | 0.492502 | -0.738320 | -0.171705 | 0.148268 | 0.904010 | -0.172651 | -0.287490 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.389653 | 0.378026 | 1.389653 | -0.339972 | -0.829089 | 1.350903 | 0.220349 | -0.451034 | 1.217930 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.352996 | 0.209529 | 1.352996 | -0.106651 | -0.640224 | -0.168874 | 0.363084 | 0.054524 | -0.173812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.739396 | 0.575881 | 1.739396 | 0.175016 | 0.007577 | 0.147989 | -0.178184 | 0.282192 | 0.607607 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.779091 | 1.779091 | -0.064483 | 0.129012 | -0.374964 | -0.125559 | -0.430855 | -0.353779 | -0.250967 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Variability | 1.347989 | 0.755738 | 0.161660 | -0.878335 | -0.313398 | 1.347989 | 0.906740 | 0.034920 | 0.203021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 0.671387 | -0.851853 | 0.251368 | -1.004357 | -0.394211 | 0.671387 | -0.922328 | 0.010015 | -1.740518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.384978 | 0.518118 | 1.384978 | -0.043521 | -0.550414 | 1.342474 | 0.827670 | 0.286842 | -0.095129 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 2.736836 | 1.682441 | 0.671110 | -0.530498 | 0.247250 | 0.226100 | 2.736836 | -0.025436 | 0.641724 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.203962 | 0.540530 | 1.203962 | 0.247944 | -0.217849 | -0.379947 | -0.540193 | 0.188039 | 0.231371 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 2.337401 | 2.337401 | 0.690134 | -0.428999 | -0.585838 | 0.878605 | 0.871514 | 0.102560 | 0.186543 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Power | inf | 354.305698 | 354.219782 | inf | inf | 106.494813 | 110.228487 | 611.786235 | 618.617812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 0.678927 | 0.509858 | -0.419627 | -0.726366 | -0.804711 | 0.274718 | 0.678927 | 0.040429 | -0.059551 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.440306 | -0.903385 | -1.293839 | -1.209301 | -1.068277 | -0.763270 | -0.628360 | 1.440306 | -0.072215 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 6.021384 | 3.349844 | 2.506277 | 2.097905 | 1.600610 | 1.403696 | 3.554674 | 5.562004 | 6.021384 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 2.401765 | 1.190161 | 0.476439 | 0.012094 | 0.058203 | -0.069688 | 2.401765 | -0.019534 | -0.144678 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 2.243162 | 0.939370 | 0.959526 | 0.068177 | 0.316908 | 2.243162 | -0.042912 | -0.676383 | 0.020377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 2.492426 | 1.468719 | 1.448506 | -0.470622 | 0.036021 | 0.073948 | 2.492426 | 0.230784 | 0.919757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 2.951427 | 0.965833 | 1.210750 | 0.098118 | 0.458910 | 2.951427 | -0.107971 | 1.944277 | -0.181085 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.792807 | 0.761911 | 0.229713 | 0.636943 | -0.001235 | 0.152912 | 1.792807 | 0.661028 | -0.712389 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 2.213000 | -0.288231 | 0.362355 | -0.464694 | -0.039493 | 1.389647 | 2.213000 | 1.100070 | -0.217643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 0.979720 | 0.714508 | 0.979720 | -0.268087 | -0.270193 | 0.918003 | 0.153523 | 0.007700 | 0.161576 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.011386 | 0.388760 | 1.011386 | -0.565951 | -0.399082 | 0.476319 | -0.307260 | 0.116849 | 0.352671 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 0.952134 | 0.162372 | 0.089798 | -0.366833 | -0.196831 | 0.952134 | -0.673505 | -0.365250 | -0.175094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 0.888652 | 0.888652 | 0.088153 | -0.571591 | -0.653394 | -0.106080 | -0.472006 | -0.298112 | -0.533161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 0.963522 | 0.376595 | 0.963522 | 0.524267 | 0.464129 | 0.404882 | -0.108388 | -0.697720 | 0.188487 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.015432 | -0.016576 | 1.015432 | -0.393576 | -0.295094 | 0.231846 | -0.336820 | -0.843331 | 0.828861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.008145 | 0.300965 | -0.052486 | -0.190206 | -0.446960 | -0.443395 | 0.560768 | -0.255229 | 1.008145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 49.489148 | 49.489148 | 23.487528 | 22.545799 | 27.002392 | 21.415015 | 1.818943 | 4.167400 | 3.662538 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 0.509749 | 0.151394 | 0.509749 | -0.478259 | -0.453335 | -0.585047 | -0.459041 | -0.417432 | -0.472919 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.163801 | 0.233677 | 0.460670 | -0.104211 | -0.105429 | 1.163801 | -0.109174 | 0.859660 | 0.030383 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 0.470698 | 0.176781 | 0.176781 | 0.138346 | 0.138346 | 0.470698 | 0.470698 | 0.005728 | 0.005728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 2.918657 | 0.105518 | -0.219019 | 0.080877 | 0.356956 | 1.436004 | 1.485538 | 0.637322 | 2.918657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 3.196690 | 0.352903 | 0.400702 | 1.062286 | 1.067676 | 0.151605 | 2.471914 | 0.948256 | 3.196690 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 0.602234 | -0.260032 | -0.642842 | -0.663582 | -0.614144 | -0.190305 | -0.313987 | 0.586841 | 0.602234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 0.317599 | -0.270635 | -0.196736 | -0.888554 | -0.936902 | -0.216562 | -0.944955 | 0.317599 | -0.443360 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 0.712183 | -0.286422 | -0.524379 | -0.676105 | -0.836954 | 0.078479 | -0.773272 | 0.634498 | 0.712183 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 0.297971 | -0.792795 | -0.663915 | -0.829986 | -0.832290 | -0.177913 | -0.935669 | 0.297971 | 0.266234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.505164 | 0.478313 | 1.164498 | 0.140798 | 0.511295 | 1.505164 | -0.119733 | 0.602573 | 0.107011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.599837 | 0.432793 | 0.668606 | -0.133252 | 0.447635 | 1.599837 | 0.205650 | -0.803535 | 0.865766 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.493427 | 0.933068 | 1.493427 | 0.905474 | 0.441865 | -0.189300 | 0.369414 | -0.617496 | 0.154562 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 0.721536 | -0.589101 | -0.189972 | -0.925692 | -0.891206 | -0.781892 | -0.347067 | -0.227149 | 0.721536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.101618 | 0.851775 | 0.392245 | -0.008345 | 0.060420 | 0.069530 | 1.101618 | 0.708302 | -0.003389 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Power | 1.122891 | 0.668065 | 0.974736 | 1.122891 | 0.377131 | -0.515618 | -0.537056 | -0.057251 | 0.563151 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.137837 | 0.664882 | 1.137837 | -0.081316 | 0.484630 | -0.967090 | 0.022770 | -0.036756 | 0.521303 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 0.373525 | -0.161461 | 0.326375 | -0.967756 | -1.029293 | 0.373525 | -0.451770 | -0.716782 | -0.253427 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 2.202000 | 0.585545 | 1.727973 | 0.034527 | 0.588871 | 0.607831 | 1.304304 | 2.202000 | 1.809771 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 0.604412 | -0.023568 | -0.379135 | -0.788852 | -0.902804 | -0.596396 | 0.604412 | 0.169411 | -0.576264 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.147108 | -0.489897 | -0.024201 | -1.008113 | -0.758605 | 1.147108 | 0.108118 | -0.406380 | 0.240129 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 1.079502 | 0.880605 | 0.634337 | 0.445738 | 0.552463 | -0.273089 | -0.204596 | 1.079502 | -0.913741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.530783 | 1.530783 | 0.848884 | 0.628559 | 0.456675 | -0.500830 | -0.695086 | 0.155968 | -1.044767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 0.139967 | -0.466122 | -0.180437 | -0.771457 | -0.708487 | -0.490479 | 0.018802 | -0.514723 | 0.139967 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 0.992742 | 0.992742 | 0.523603 | 0.274110 | 0.853521 | -0.009353 | -0.582393 | -0.277493 | -0.590126 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 2.183786 | 0.857813 | 0.921138 | -0.255447 | 0.240658 | 1.859154 | 2.183786 | 0.481864 | -0.630510 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 1.986816 | 0.602170 | 1.986816 | 0.462971 | 0.568639 | -0.461129 | 1.241549 | -0.175968 | 0.500942 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Discontinuties | 2.116522 | 0.357134 | 0.059533 | -0.558657 | -0.651468 | -0.687247 | 1.833546 | 2.116522 | 0.840584 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | nn Temporal Variability | 1.284570 | 0.212636 | 1.030291 | 0.337942 | 0.269427 | 1.284570 | 0.120335 | -0.009025 | -0.153613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Temporal Discontinuties | 2.401315 | 1.508725 | 0.353747 | 0.456977 | 0.563381 | -0.359345 | 0.159658 | 2.401315 | -1.090862 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 2.257622 | 0.387776 | 2.257622 | -0.669283 | 0.609213 | 0.943691 | 0.822719 | 0.842487 | 0.749113 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140 | 13 | digital_ok | ee Shape | 2.522371 | 2.522371 | 0.893446 | 1.033282 | 0.794753 | -0.498671 | 0.082396 | -0.571590 | 0.399154 |